He found the note tucked inside his inbox, a simple, typed message, unsigned. "Best of luck. – Management." That was it. No personal message from Dr. Anya Sharma, the woman who had guided him through the most challenging years of his career. The words swam before his eyes. He reread them, over and over, as if the meaning would somehow shift, transform into something less…final. His hands trembled, making the paper rustle. The air seemed to thicken, making it difficult to breathe. He felt a desperate urge to run, to escape the confines of his own office, to find some semblance of the world he knew.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244